Name
Abstract | ||
|---|---|---|
The Choquet integral of a real-valued function defined on a set of attributes with respect to a signed fuzzy measure is generalized for allowing a fuzzy-valued function to be its integrand while keeping its value to be a crisp real number. Thus, the Choquet integral can be used as a defuzzifying aggregation tool to deal with data set involving categorical attributes, linguistic variables, and/or fuzzy numbers. A numerical method with the relevant algorithm is developed to estimate the value of the Choquet integral for any given fuzzy-valued function. |
Year | DOI | Venue |
|---|---|---|
2006 | 10.1016/j.fss.2005.06.006 | Fuzzy Sets and Systems |
Keywords | Field | DocType |
linguistic variable,fuzzy sets,data mining,fuzzy-valued function,fuzzy numbers,fuzzy-valued integrand,real-valued choquet integral,signed fuzzy measures,information fusion,relevant algorithm,numerical method,categorical attribute,fuzzy measure,fuzzy number,defuzzifying aggregation tool,crisp real number,real-valued function,choquet integrals,fuzzy set,value function,choquet integral | Discrete mathematics,Fuzzy measure theory,Fuzzy logic,Fuzzy set,Choquet theory,Choquet integral,Fuzzy number,Real number,Real-valued function,Mathematics | Journal |
Volume | Issue | ISSN |
157 | 2 | Fuzzy Sets and Systems |
Citations | PageRank | References |
13 | 1.03 | 10 |
Authors | ||
4 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Zhenyuan Wang | 1 | 684 | 90.22 |
| Rong Yang | 2 | 55 | 3.68 |
| Pheng-Ann Heng | 3 | 3565 | 280.98 |
| Kwong-Sak Leung | 4 | 1887 | 205.58 |